{"citations":{"source_mix":{"company_owned":13,"independent":21,"unclear":6},"sources_referenced_by_questions":0,"support_mix":{"direct":12,"partial":10},"total_sources":40,"unique_domain_count":25},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-22","predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Life Insurance for Cancer Survivors","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-22","platform_support":["anthropic","grok","kimi"],"predicate":"final_consensus_rank","qualifier":"Life Insurance for Cancer Survivors","subject":"Transamerica","unit":"rank","value":8},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-22","platform_support":["anthropic","grok","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Transamerica","unit":"platforms","value":3}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":8,"best_rank":5,"entity_id":"entity-001","entity_type":"company","final_rank":8,"name":"Transamerica","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://lifeinsuranceconsensusindex.com/datasets/health-conditions-and-high-risk-life-insurance/life-insurance-for-cancer-survivors/transamerica.json","page_url":"https://lifeinsuranceconsensusindex.com/health-conditions-and-high-risk-life-insurance/life-insurance-for-cancer-survivors/transamerica","report_type":"fit_review","study_id":"LICI-STUDY-B077B62DBF01","title":"Transamerica for Life Insurance for Cancer Survivors: AI Consensus Fit Review"},"limitations":["Use the run researchdate as the study date. Platform-reported dates are provenance metadata and do not independently prove freshness.","6 of 7 included platforms returned a usable fit assessment; disclose this as a methodology limitation and do not describe the fit findings as unanimous, but platformmentions counts only platforms that named the entity during ranking discovery.","Do not resolve conflicting product names, pricing, or capabilities by guessing; describe the conflict and tell buyers what to verify.","The supplied URLs were collected from platform responses and were not independently validated by the writer stage.","Citations are platform-reported evidence, not independently verified facts. No-search model claims require explicit verification before being described as current facts."],"methodology":{"fit_rating_contract":["strong","good","mixed","weak","uncertain"],"included_valid_platform_count":7,"maximum_finalists":10,"minimum_mentions":2,"name":"Life Insurance Consensus Index cross-platform AI consensus analysis","platforms_queried":["openai","anthropic","deepseek","grok","perplexity","kimi","google"],"stages":["ranking_discovery","fit_assessment","normalization","editorial_synthesis"],"version":"alias-table-1"},"provenance":{"generated_at":"2026-09-22 06:54:38.334228+00","research_date":"2026-09-22","source_snapshot_sha256":"04c7af6cefe371b670319c64b6084e28eed6bc840205773f1c3cf912dcb3edb4","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":22,"qualified_finalists":10,"ranking_unit":"Life insurance carrier"},"schema_version":4,"summary":"Transamerica is a mixed fit for U.S. cancer survivors seeking life insurance. Three of seven platforms named Transamerica during ranking discovery, and six of seven returned a usable fit assessment. The strongest reason to consider it is its Final Expense Solutions Portfolio: simplified-issue whole life with no medical exam, potential same-day decisions, and coverage up to $50,000 for applicants whose cancer history is old enough and low-risk enough to pass health questions. The main limitation is that Transamerica does not publish cancer-specific underwriting rules, and its application…","target_buyer":"A consumer previously received treatment for cancer and now wants life insurance.","topic":{"base_category":"Health Conditions & High-Risk Life Insurance","category_criteria":["They understand that underwriting may vary substantially based on cancer type","stage","grade","treatment","recurrence history","time since treatment ended","current follow-up","age","and overall health."],"geography":"United States","slug":"best-life-insurance-for-cancer-survivors","title":"Best Life Insurance for Cancer Survivors","use_case":"Life Insurance for Cancer Survivors"}}